Evidence map›Paper›PMID 38502734›Full record

Observational studyCirculation. Cardiovascular imaging2024

Cardiac Magnetic Resonance to Predict Cardiac Mass Malignancy: The CMR Mass Score.

Pasquale Paolisso, Luca Bergamaschi, Francesco Angeli, Marta Belmonte, Alberto Foà, Lisa Canton, Damiano Fedele, Matteo Armillotta, Angelo Sansonetti, Francesca Bodega and 17 more

Erratum issuedOpen access · hybridAbstract readObservational Study
In one paragraph

Observational study in Circulation. Cardiovascular imaging, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. Cited by 30 papers, 2 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
30citing papers in PubMed, 2 pooled it
12.5field-weighted citation impact, top 1% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

30 citing papers in PubMed, 2 syntheses or guidelines pooled it, 31 citations in OpenAlex.

  1. [European journal of nuclear medicine and molecular imaging · 2025
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4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

27 authors at 8 institutions in 7 countries.

Pasquale Paolisso *Clinical Cardiology and Cardiovascular Imaging Unit, Galeazzi-Sant'Ambrogio Hospital, IRCCS, Milan, Italy (P.P., E. Gallinoro, E.C., D.A.).ORCID 0000-0002-7017-778X
Luca Bergamaschi *Cardiology Unit, Cardiac Thoracic and Vascular Department, IRCCS Azienda Ospedaliera-Universitaria di Bologna (L.B., F.A., A.F., L.C., D.F., M.A., A.S., F.B., S.A., N.S., D.A., F.N., L.L., C.P.).ORCID 0000-0001-8186-9717
Francesco AngeliCardiology Unit, Cardiac Thoracic and Vascular Department, IRCCS Azienda Ospedaliera-Universitaria di Bologna (L.B., F.A., A.F., L.C., D.F., M.A., A.S., F.B., S.A., N.S., D.A., F.N., L.L., C.P.).ORCID 0000-0002-8732-4512
Marta BelmonteDepartment of Advanced Biomedical Sciences, University of Naples, Federico II, Italy (P.P., M.B.).
Alberto FoàCardiology Unit, Cardiac Thoracic and Vascular Department, IRCCS Azienda Ospedaliera-Universitaria di Bologna (L.B., F.A., A.F., L.C., D.F., M.A., A.S., F.B., S.A., N.S., D.A., F.N., L.L., C.P.).
Lisa CantonCardiology Unit, Cardiac Thoracic and Vascular Department, IRCCS Azienda Ospedaliera-Universitaria di Bologna (L.B., F.A., A.F., L.C., D.F., M.A., A.S., F.B., S.A., N.S., D.A., F.N., L.L., C.P.).
Damiano FedeleCardiology Unit, Cardiac Thoracic and Vascular Department, IRCCS Azienda Ospedaliera-Universitaria di Bologna (L.B., F.A., A.F., L.C., D.F., M.A., A.S., F.B., S.A., N.S., D.A., F.N., L.L., C.P.).ORCID 0000-0002-9198-2817
Matteo ArmillottaCardiology Unit, Cardiac Thoracic and Vascular Department, IRCCS Azienda Ospedaliera-Universitaria di Bologna (L.B., F.A., A.F., L.C., D.F., M.A., A.S., F.B., S.A., N.S., D.A., F.N., L.L., C.P.).ORCID 0000-0002-7971-8052
Angelo SansonettiCardiology Unit, Cardiac Thoracic and Vascular Department, IRCCS Azienda Ospedaliera-Universitaria di Bologna (L.B., F.A., A.F., L.C., D.F., M.A., A.S., F.B., S.A., N.S., D.A., F.N., L.L., C.P.).ORCID 0000-0002-4565-4310
Francesca BodegaCardiology Unit, Cardiac Thoracic and Vascular Department, IRCCS Azienda Ospedaliera-Universitaria di Bologna (L.B., F.A., A.F., L.C., D.F., M.A., A.S., F.B., S.A., N.S., D.A., F.N., L.L., C.P.).ORCID 0000-0001-6101-5298
Sara AmiconeCardiology Unit, Cardiac Thoracic and Vascular Department, IRCCS Azienda Ospedaliera-Universitaria di Bologna (L.B., F.A., A.F., L.C., D.F., M.A., A.S., F.B., S.A., N.S., D.A., F.N., L.L., C.P.).
Nicole SumaCardiology Unit, Cardiac Thoracic and Vascular Department, IRCCS Azienda Ospedaliera-Universitaria di Bologna (L.B., F.A., A.F., L.C., D.F., M.A., A.S., F.B., S.A., N.S., D.A., F.N., L.L., C.P.).ORCID 0009-0003-6119-8890
Emanuele GallinoroClinical Cardiology and Cardiovascular Imaging Unit, Galeazzi-Sant'Ambrogio Hospital, IRCCS, Milan, Italy (P.P., E. Gallinoro, E.C., D.A.).ORCID 0000-0002-5519-2818
Domenico AttinàClinical Cardiology and Cardiovascular Imaging Unit, Galeazzi-Sant'Ambrogio Hospital, IRCCS, Milan, Italy (P.P., E. Gallinoro, E.C., D.A.).
Fabio NiroCardiology Unit, Cardiac Thoracic and Vascular Department, IRCCS Azienda Ospedaliera-Universitaria di Bologna (L.B., F.A., A.F., L.C., D.F., M.A., A.S., F.B., S.A., N.S., D.A., F.N., L.L., C.P.).ORCID 0000-0001-9696-1022
Paola RucciDivision of Hygiene and Biostatistics, Department of Biomedical and Neuromotor Sciences, Alma Mater Studiorum (P.R.), University of Bologna, Italy.
Elisa GherbesiDepartment of Clinical Sciences and Community Health (E. Gherbesi, S.C., A.B., G.P.), University of Milan, Italy.ORCID 0000-0002-3127-0789
Stefano CarugoDepartment of Clinical Sciences and Community Health (E. Gherbesi, S.C., A.B., G.P.), University of Milan, Italy.ORCID 0000-0002-5166-0899
Saima MusthaqDepartment of Perioperative Cardiology and Cardiovascular Imaging, Centro Cardiologico Monzino IRCCS, Milan, Italy (S.M., A.B.).
Andrea BaggianoDepartment of Clinical Sciences and Community Health (E. Gherbesi, S.C., A.B., G.P.), University of Milan, Italy.ORCID 0000-0002-8261-4529
Anna Giulia PavonDivision of Cardiology, Cardiocentro Ticino Institute, Ente Ospedaliero Cantonale, Lugano, Switzerland (A.G.P.).ORCID 0000-0002-8001-1476
Marco GuglielmoDepartment of Cardiology, Division of Heart and Lungs, Utrecht University, Utrecht University Medical Center, the Netherlands (M.G.).
Edoardo ConteClinical Cardiology and Cardiovascular Imaging Unit, Galeazzi-Sant'Ambrogio Hospital, IRCCS, Milan, Italy (P.P., E. Gallinoro, E.C., D.A.).ORCID 0000-0003-1443-5788
Daniele AndreiniDepartment of Biomedical and Clinical Sciences (P.P., E. Gallinoro, E.C., D.A.), University of Milan, Italy.
Gianluca PontoneDepartment of Clinical Sciences and Community Health (E. Gherbesi, S.C., A.B., G.P.), University of Milan, Italy.ORCID 0000-0002-1339-6679
Luigi Lovato *Cardiology Unit, Cardiac Thoracic and Vascular Department, IRCCS Azienda Ospedaliera-Universitaria di Bologna (L.B., F.A., A.F., L.C., D.F., M.A., A.S., F.B., S.A., N.S., D.A., F.N., L.L., C.P.).ORCID 0000-0003-2177-186X
Carmine Pizzi *Cardiology Unit, Cardiac Thoracic and Vascular Department, IRCCS Azienda Ospedaliera-Universitaria di Bologna (L.B., F.A., A.F., L.C., D.F., M.A., A.S., F.B., S.A., N.S., D.A., F.N., L.L., C.P.).ORCID 0000-0002-4048-675X
Anna Needs Neuroblastoma Answers · USUniversity of Milan · ITAzienda USL di Bologna · ITCentro Cardiologico Monzino · ITEnte Ospedaliero Cantonale · CHOnze Lieve Vrouwziekenhuis Hospital · BEUniversity Medical Center Utrecht · NLUniversity of Bologna · IT

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundMultimodality imaging is currently suggested for the noninvasive diagnosis of cardiac masses. The identification of cardiac masses' malignant nature is essential to guide proper treatment. We aimed to develop a cardiac magnetic resonance (CMR)-derived model including mass localization, morphology, and tissue characterization to predict malignancy (with histology as gold standard), to compare its accuracy versus the diagnostic echocardiographic mass score, and to evaluate its prognostic ability.

methodsObservational cohort study of 167 consecutive patients undergoing comprehensive echocardiogram and CMR within 1-month time interval for suspected cardiac mass. A definitive diagnosis was achieved by histological examination or, in the case of cardiac thrombi, by histology or radiological resolution after adequate anticoagulation treatment. Logistic regression was performed to assess CMR-derived independent predictors of malignancy, which were included in a predictive model to derive the CMR mass score. Kaplan-Meier curves and Cox regression were used to investigate the prognostic ability of predictors.

resultsIn CMR, mass morphological features (non-left localization, sessile, polylobate, inhomogeneity, infiltration, and pericardial effusion) and mass tissue characterization features (first-pass perfusion and heterogeneity enhancement) were independent predictors of malignancy. The CMR mass score (range, 0-8 and cutoff, ≥5), including sessile appearance, polylobate shape, infiltration, pericardial effusion, first-pass contrast perfusion, and heterogeneity enhancement, showed excellent accuracy in predicting malignancy (areas under the curve, 0.976 [95% CI, 0.96-0.99]), significantly higher than diagnostic echocardiographic mass score (areas under the curve, 0.932;

conclusionsA CMR-derived model, including mass morphology and tissue characterization, showed excellent accuracy, superior to echocardiography, in predicting cardiac masses malignancy, with prognostic implications.

Indexed as

Heart NeoplasmsPericardial EffusionHumansMagnetic Resonance Imaging, CineMagnetic Resonance SpectroscopyPredictive Value of TestsPrognosiscardiac magnetic resonance (CMR)cardiac massesechocardiographyprognosis

Identifiers

PMID38502734
PMCPMC10949976
OpenAlexW4392945990

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.